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2.
Int J Mol Sci ; 22(23)2021 12 04.
Article in English | MEDLINE | ID: mdl-34884940

ABSTRACT

Alzheimer's disease (AD) is a form of dementia characterized by progressive memory decline and cognitive dysfunction. With only one FDA-approved therapy, effective treatment strategies for AD are urgently needed. In this study, we found that microRNA-485-3p (miR-485-3p) was overexpressed in the brain tissues, cerebrospinal fluid, and plasma of patients with AD, and its antisense oligonucleotide (ASO) reduced Aß plaque accumulation, tau pathology development, neuroinflammation, and cognitive decline in a transgenic mouse model of AD. Mechanistically, miR-485-3p ASO enhanced Aß clearance via CD36-mediated phagocytosis of Aß in vitro and in vivo. Furthermore, miR-485-3p ASO administration reduced apoptosis, thereby effectively decreasing truncated tau levels. Moreover, miR-485-3p ASO treatment reduced secretion of proinflammatory cytokines, including IL-1ß and TNF-α, and eventually relieved cognitive impairment. Collectively, our findings suggest that miR-485-3p is a useful biomarker of the inflammatory pathophysiology of AD and that miR-485-3p ASO represents a potential therapeutic candidate for managing AD pathology and cognitive decline.


Subject(s)
Alzheimer Disease/drug therapy , Alzheimer Disease/genetics , Cognitive Dysfunction/genetics , MicroRNAs/cerebrospinal fluid , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/etiology , Animals , Case-Control Studies , Cognitive Dysfunction/drug therapy , Cytokines/metabolism , Disease Models, Animal , Disks Large Homolog 4 Protein/metabolism , Humans , Mice, Inbred C57BL , Mice, Transgenic , MicroRNAs/metabolism , Molecular Targeted Therapy/methods , Motor Neurons/metabolism , Motor Neurons/pathology , Oligonucleotides, Antisense/pharmacology , Phagocytosis/drug effects , Phagocytosis/genetics , Positron-Emission Tomography , tau Proteins/metabolism
4.
Genes Genomics ; 42(12): 1467-1475, 2020 12.
Article in English | MEDLINE | ID: mdl-33180258

ABSTRACT

BACKGROUND: Diagnosis of current Alzheimer's disease (AD) is difficult even for medical specialists, and there is no clear biomarker. Also, aging is highly related to the onset of AD. OBJECTIVES: The purpose of this study is to screen miRNA as an aging-considered biomarker for AD treatment and diagnosis. METHODS: The patient group for this study was divided into a young normal, old normal, or AD group. We developed a method of discovering sequentially expressed miRNAs to distinguish miRNAs that were sequentially expressed in the three groups. RESULTS: Sequentially expressed miRNAs correlated highly with the patient's age, and most showed expression patterns that distinguished young, old, and AD. Specifically, the miRNA expression we found showed similar patterns in the brains of patients with AD. Among the selected miRNAs, one set derived from the same precursor: The expression of miR-150 was a disease- and age-specific downregulation in both 3p and 5p forms, and the precursor also had the same pattern. We named that triple matching. Also, the found miR-150 precursor had AD-specific miRNA-imbalance characteristics. CONCLUSIONS: We developed a novel AD diagnostic method using triple matching and miRNA-imbalance. The triple matching and miRNA imbalance-based relative ratio diagnosis method we developed will be very powerful in resolving the challenges of absolute diagnostic quantification based on biomarker expression. Also, our research results suggest the possibility of a treatment target for AD.


Subject(s)
Alzheimer Disease/blood , Blood Platelets/metabolism , MicroRNAs/blood , Adult , Age Factors , Aged , Aged, 80 and over , Alzheimer Disease/diagnosis , Alzheimer Disease/genetics , Biomarkers/blood , Female , Humans , Male , MicroRNAs/genetics , Middle Aged
5.
Exp Mol Med ; 52(7): 1102-1115, 2020 07.
Article in English | MEDLINE | ID: mdl-32661348

ABSTRACT

To elucidate the epigenetic mechanisms of drug resistance, epigenetically reprogrammed H460 cancer cells (R-H460) were established by the transient introduction of reprogramming factors. Then, the R-H460 cells were induced to differentiate by the withdrawal of stem cell media for various durations, which resulted in differentiated R-H460 cells (dR-H460). Notably, dR-H460 cells differentiated for 13 days (13dR-H460 cells) formed a significantly greater number of colonies showing drug resistance to both cisplatin and paclitaxel, whereas the dR-H460 cells differentiated for 40 days (40dR-H460 cells) lost drug resistance; this suggests that 13dR-cancer cells present short-term resistance (less than a month). Similarly, increased drug resistance to both cisplatin and paclitaxel was observed in another R-cancer cell model prepared from N87 cells. The resistant phenotype of the cisplatin-resistant (CR) colonies obtained through cisplatin treatment was maintained for 2-3 months after drug treatment, suggesting that drug treatment transforms cells with short-term resistance into cells with medium-term resistance. In single-cell analyses, heterogeneity was not found to increase in 13dR-H460 cells, suggesting that cancer cells with short-term resistance, rather than heterogeneous cells, may confer epigenetically driven drug resistance in our reprogrammed cancer model. The epigenetically driven short-term and medium-term drug resistance mechanisms could provide new cancer-fighting strategies involving the control of cancer cells during epigenetic transition.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm/genetics , Epigenesis, Genetic/drug effects , Neoplasms/genetics , Alkaline Phosphatase/metabolism , Antibodies/metabolism , Cell Differentiation/drug effects , Cell Differentiation/genetics , Cell Line, Transformed , Cell Line, Tumor , Cellular Reprogramming/drug effects , Cisplatin/pharmacology , Culture Media , Drug Resistance, Neoplasm/drug effects , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/drug effects , Humans , Models, Biological , Neoplasms/pathology , Paclitaxel/pharmacology , Transcriptome/genetics
6.
Nat Genet ; 52(6): 594-603, 2020 06.
Article in English | MEDLINE | ID: mdl-32451460

ABSTRACT

Immunotherapy for metastatic colorectal cancer is effective only for mismatch repair-deficient tumors with high microsatellite instability that demonstrate immune infiltration, suggesting that tumor cells can determine their immune microenvironment. To understand this cross-talk, we analyzed the transcriptome of 91,103 unsorted single cells from 23 Korean and 6 Belgian patients. Cancer cells displayed transcriptional features reminiscent of normal differentiation programs, and genetic alterations that apparently fostered immunosuppressive microenvironments directed by regulatory T cells, myofibroblasts and myeloid cells. Intercellular network reconstruction supported the association between cancer cell signatures and specific stromal or immune cell populations. Our collective view of the cellular landscape and intercellular interactions in colorectal cancer provide mechanistic information for the design of efficient immuno-oncology treatment strategies.


Subject(s)
Cell Lineage , Colorectal Neoplasms/genetics , Colorectal Neoplasms/immunology , Gene Expression Regulation, Neoplastic/immunology , Colorectal Neoplasms/pathology , Gastric Mucosa/immunology , Gastric Mucosa/pathology , Humans , Sequence Analysis, RNA , Single-Cell Analysis , Stromal Cells/pathology , T-Lymphocytes/immunology , T-Lymphocytes/pathology , Tumor Microenvironment/genetics , Tumor Microenvironment/immunology
7.
Arthritis Rheumatol ; 70(12): 2057-2066, 2018 12.
Article in English | MEDLINE | ID: mdl-29927095

ABSTRACT

OBJECTIVE: To examine whether a JAK inhibitor regulates functional responses of human salivary gland epithelial cells (SGECs) and disease parameters in an animal model of Sjögren's syndrome (SS). METHODS: Common differentially expressed genes (DEGs) were analyzed among peripheral blood mononuclear cells from patients with primary SS and other data sets, using blood and SG tissue. Validation of expression in SGs was analyzed by focus score. Inhibition of messenger RNA expression of DEGs and BAFF by filgotinib was analyzed using reverse transcription-polymerase chain reaction in primary SGECs. SG organoid cultures were used to determine the association between DEGs and BAFF via knockdown using small interfering RNAs or to determine regulation of BAFF by JAK inhibitor. Filgotinib (1.5 mg/kg) was intraperitoneally injected into 8-week-old NOD/ShiLtJ mice 3 times per week to analyze manifestations of disease. Finally, STAT signaling was assessed in human and mouse SGECs. RESULTS: Expression of the DEGs IFNG and BAFF increased in SGs from patients with primary SS, as assessed by focus score. There was a significant correlation between IFIT2 and BAFF expression. JAK inhibitor suppressed interferon (IFN)-induced transcription of DEGs and BAFF in human primary SGECs. Knockdown of DEGs or inhibition of JAK caused reduced secretion of BAFF in human SG organoid cultures. In addition, filgotinib-treated mice exhibited increased salivary flow rates and marked reductions in lymphocytic infiltration of SGs. JAK inhibitor regulated IFNα- and IFNγ-induced pSTAT-1Y701 , pSTAT-3Y705 , and protein inhibitor of activated STAT-3 (PIAS-3) in human SGECs as well as IFNγ-induced pSTAT-1Y701 , pSTAT-3S727 , and PIAS-1 in mouse SGECs. CONCLUSION: JAK inhibition controls aberrant activation of SGECs and may be a novel therapeutic approach for primary SS.


Subject(s)
Janus Kinase 1/antagonists & inhibitors , Pyridines/pharmacology , Salivary Glands/drug effects , Signal Transduction/drug effects , Sjogren's Syndrome/drug therapy , Triazoles/pharmacology , Animals , B-Cell Activating Factor/biosynthesis , Disease Models, Animal , Epithelial Cells/metabolism , Humans , Interferons/physiology , Leukocytes, Mononuclear/metabolism , Mice , Mice, Inbred NOD , RNA, Messenger/drug effects
8.
Mol Cells ; 41(5): 465-475, 2018 May 31.
Article in English | MEDLINE | ID: mdl-29764005

ABSTRACT

The advent of massively parallel sequencing, also called next-generation sequencing (NGS), has dramatically influenced cancer genomics by accelerating the identification of novel molecular alterations. Using a whole genome sequencing (WGS) approach, we identified somatic coding and noncoding variants that may contribute to leukemogenesis in 11 adult Korean acute myeloid leukemia (AML) patients, with serial tumor samples (primary and relapse) available for 5 of them; somatic variants were identified in 187 AML-related genes, including both novel (SIN3A, C10orf53, PTPRR, and RERGL) and well-known (NPM1, RUNX1, and CEPBA) AML-related genes. Notably, SIN3A expression shows prognostic value in AML. A newly designed method, referred to as "hot-zone" analysis, detected two putative functional noncoding variants that can alter transcription factor binding affinity near PPP1R10 and SRSF1. Moreover, the functional importance of the SRSF1 noncoding variant was further investigated by luciferase assays, which showed that the variant is critical for the regulation of gene expression leading to leukemogenesis. We expect that further functional investigation of these coding and noncoding variants will contribute to a more in-depth understanding of the underlying molecular mechanisms of AML and the development of targeted anti-cancer drugs.


Subject(s)
DNA-Binding Proteins/genetics , Leukemia, Myeloid, Acute/genetics , Neoplasm Proteins/genetics , Nuclear Proteins/genetics , RNA-Binding Proteins/genetics , Repressor Proteins/genetics , Serine-Arginine Splicing Factors/genetics , Adult , Aged , DNA Mutational Analysis , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/physiology , Female , Gene Expression Regulation, Leukemic , Gene Ontology , Genes, Reporter , Germ-Line Mutation , High-Throughput Nucleotide Sequencing/methods , Humans , Male , Middle Aged , Neoplasm Proteins/chemistry , Neoplasm Proteins/physiology , Nuclear Proteins/chemistry , Nuclear Proteins/physiology , Nucleophosmin , Prognosis , Protein Binding , Protein Structure, Secondary , RNA-Binding Proteins/chemistry , RNA-Binding Proteins/physiology , Repressor Proteins/chemistry , Repressor Proteins/physiology , Serine-Arginine Splicing Factors/chemistry , Serine-Arginine Splicing Factors/physiology , Sin3 Histone Deacetylase and Corepressor Complex , Transcription Factors/metabolism , Whole Genome Sequencing , Young Adult
9.
Lab Chip ; 18(5): 775-784, 2018 02 27.
Article in English | MEDLINE | ID: mdl-29423464

ABSTRACT

Single-cell RNA-seq reveals the cellular heterogeneity inherent in the population of cells, which is very important in many clinical and research applications. Recent advances in droplet microfluidics have achieved the automatic isolation, lysis, and labeling of single cells in droplet compartments without complex instrumentation. However, barcoding errors occurring in the cell encapsulation process because of the multiple-beads-in-droplet and insufficient throughput because of the low concentration of beads for avoiding multiple-beads-in-a-droplet remain important challenges for precise and efficient expression profiling of single cells. In this study, we developed a new droplet-based microfluidic platform that significantly improved the throughput while reducing barcoding errors through deterministic encapsulation of inertially ordered beads. Highly concentrated beads containing oligonucleotide barcodes were spontaneously ordered in a spiral channel by an inertial effect, which were in turn encapsulated in droplets one-by-one, while cells were simultaneously encapsulated in the droplets. The deterministic encapsulation of beads resulted in a high fraction of single-bead-in-a-droplet and rare multiple-beads-in-a-droplet although the bead concentration increased to 1000 µl-1, which diminished barcoding errors and enabled accurate high-throughput barcoding. We successfully validated our device with single-cell RNA-seq. In addition, we found that multiple-beads-in-a-droplet, generated using a normal Drop-Seq device with a high concentration of beads, underestimated transcript numbers and overestimated cell numbers. This accurate high-throughput platform can expand the capability and practicality of Drop-Seq in single-cell analysis.


Subject(s)
High-Throughput Nucleotide Sequencing , Microfluidics , Sequence Analysis, RNA , Single-Cell Analysis , Animals , HEK293 Cells , Humans , K562 Cells , Mice , NIH 3T3 Cells , Particle Size , Surface Properties
10.
Am J Reprod Immunol ; 78(5)2017 Nov.
Article in English | MEDLINE | ID: mdl-28653360

ABSTRACT

PROBLEM: Preeclampsia is a serious pregnancy disorder characterized by gestational hypertension and proteinuria. miR-210 is significantly overexpressed in the placentas of preeclampsia patients. METHOD OF STUDY: Swan 71 cells, first-trimester human trophoblastic cell line, were transfected with hsa-miR-210-3p oligonucleotides by electroporation. Altered transcriptome was analyzed using microarray technique. Differentially expressed genes (DEGs) were clustered into Gene Ontology annotation biological processes. The extent of physical interaction between miR-210 and IGFBP3 mRNA was assessed via ribonucleoprotein immunoprecipitation. RESULTS: Microarray analysis showed 408 DEGs by elevated levels of miR-210 in Swan 71 cells. These genes were enriched in several biological processes involved in the pathogenesis of preeclampsia. IGFBP3, a gene associated with preeclampsia pathophysiology, was validated as a target gene of miR-210. CONCLUSION: We have demonstrated that elevated miR-210 levels in human trophoblast alter the expression profile of known preeclampsia-associated genes, and of gene targets involved in various biological processes essential to preeclampsia progression.


Subject(s)
Insulin-Like Growth Factor Binding Protein 3/genetics , MicroRNAs/genetics , Placenta/physiology , Pre-Eclampsia/genetics , Trophoblasts/physiology , Cell Line , Cell Movement/genetics , Female , Gene Expression Regulation , Humans , Pregnancy , RNA Interference , RNA, Messenger/analysis , Transcriptome
11.
Endocrinol Metab (Seoul) ; 32(2): 296-301, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28555465

ABSTRACT

Glucokinase maturity-onset diabetes of the young (GCK-MODY) represents a distinct subgroup of MODY that does not require hyperglycemia-lowering treatment and has very few diabetes-related complications. Three patients from two families who presented with clinical signs of GCK-MODY were evaluated. Whole-exome sequencing was performed and the effects of the identified mutations were assessed using bioinformatics tools, such as PolyPhen-2, SIFT, and in silico modeling. We identified two mutations: p.Leu30Pro and p.Ser383Leu. In silico analyses predicted that these mutations result in structural conformational changes, protein destabilization, and thermal instability. Our findings may inform future GCK-MODY diagnosis; furthermore, the two mutations detected in two Korean families with GCK-MODY improve our understanding of the genetic basis of the disease.

12.
Oncotarget ; 7(46): 75000-75012, 2016 Nov 15.
Article in English | MEDLINE | ID: mdl-27612419

ABSTRACT

nc886 is a recently identified cellular non-coding RNA and its depletion leads to acute cell death via PKR (Protein Kinase RNA-activated) activation. nc886 expression is increased in some malignancies, but silenced in others. However, the precise role of nc886/PKR is controversial: is it a tumor suppressor or an oncogene? In this study, we have clarified the role of nc886 in thyroid cancer by sequentially generating PKR knockout (KO) and PKR/nc886 double KO cell lines from Nthy-ori 3-1, a partially transformed thyroid cell line. Compared to the wildtype, PKR KO alone does not exhibit any significant phenotypic changes. However, nc886 KO cells are less proliferative, migratory, and invasive than their parental PKR KO cells. Importantly, the requirement of nc886 in tumor phenotypes is totally independent of PKR. In our microarray data, nc886 KO suppresses some genes whose elevated expression is associated with poor survival confirmed by data from total of 505 thyroid cancer patients in the Caner Genome Atlas project. Also, the nc886 expression level tends to be elevated and in more aggressively metastatic tumor specimens from thyroid cancer patients. In summary, we have discovered nc886's tumor-promoting role in thyroid cancer which has been concealed by the PKR-mediated acute cell death.


Subject(s)
Oncogenes , RNA, Untranslated/genetics , Thyroid Neoplasms/genetics , eIF-2 Kinase/genetics , Adult , Cell Death/genetics , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation/genetics , Computational Biology/methods , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Knockout Techniques , Gene Ontology , Gene Silencing , Humans , Middle Aged , Neoplasm Metastasis , Neoplasm Staging , Thyroid Neoplasms/pathology , Transcriptome
13.
PLoS One ; 10(8): e0135817, 2015.
Article in English | MEDLINE | ID: mdl-26305796

ABSTRACT

Single-cell sequencing, which is used to detect clinically important tumor subpopulations, is necessary for understanding tumor heterogeneity. Here, we analyzed transcriptomic data obtained from 34 single cells from human lung adenocarcinoma (LADC) patient-derived xenografts (PDXs). To focus on the intrinsic transcriptomic signatures of these tumors, we filtered out genes that displayed extensive expression changes following xenografting and cell culture. Then, we performed clustering analysis using co-regulated gene modules rather than individual genes to minimize read drop-out errors associated with single-cell sequencing. This combined approach revealed two distinct intra-tumoral subgroups that were primarily distinguished by the gene module G64. The G64 module was predominantly composed of cell-cycle genes. E2F1 was found to be the transcription factor that most likely mediates the expression of the G64 module in single LADC cells. Interestingly, the G64 module also indicated inter-tumoral heterogeneity based on its association with patient survival and other clinical variables such as smoking status and tumor stage. Taken together, these results demonstrate the feasibility of single-cell RNA sequencing and the strength of our analytical pipeline for the identification of tumor subpopulations.


Subject(s)
Adenocarcinoma/genetics , Adenocarcinoma/pathology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Adenocarcinoma of Lung , Cell Cycle/genetics , Cluster Analysis , Down-Regulation/genetics , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Genes, Neoplasm , Humans , Kaplan-Meier Estimate , Logistic Models , Male , Middle Aged , Multivariate Analysis , Prognosis , Republic of Korea , Transcription Factors/metabolism , Transcriptome/genetics , Up-Regulation , Xenograft Model Antitumor Assays
14.
Genomics Inform ; 13(4): 132-6, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26865844

ABSTRACT

Studies of cancer heterogeneity have received considerable attention recently, because the presence or absence of resistant sub-clones may determine whether or not certain therapeutic treatments are effective. Previously, we have reported G64, a co-regulated gene module composed of 64 different genes, can differentiate tumor intra- or inter-subpopulations in lung adenocarcinomas (LADCs). Here, we investigated whether the G64 module genes were also expressed distinctively in different subpopulations of other cancers. RNA sequencing-based transcriptome data derived from 22 cancers, except LADC, were downloaded from The Cancer Genome Atlas (TCGA). Interestingly, the 22 cancers also expressed the G64 genes in a correlated manner, as observed previously in an LADC study. Considering that gene expression levels were continuous among different tumor samples, tumor subpopulations were investigated using extreme expressional ranges of G64-i.e., tumor subpopulation with the lowest 15% of G64 expression, tumor subpopulation with the highest 15% of G64 expression, and tumor subpopulation with intermediate expression. In each of the 22 cancers, we examined whether patient survival was different among the three different subgroups and found that G64 could differentiate tumor subpopulations in six other cancers, including sarcoma, kidney, brain, liver, and esophageal cancers.

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